… gene lists. Recent attempts have been made to analyzegeneco-expression networks to detect key genes, … These modules are often strongly enriched for distinct functionalcategories, …
PF Zheng, LZ Chen, YZ Guan, P Liu - Scientific Reports, 2021 - nature.com
… disease were identified using weighted geneco-expression network analysis (WGCNA). … intelligence medicine to assistant disease risk prediction and disease diagnosis based on small …
… of co-expression network analysis with the human interactome network to predict novel putative diseasegenes and … , we exploited the SWIM software, a program for geneco-expression …
G Shi, Z Shen, Y Liu, W Yin - Frontiers in Genetics, 2020 - frontiersin.org
… may be functionally related. Weighted geneco-expression network analysis (WGCNA) is an open source tool to perform co-expressionanalysis based on the theory. WGCNA integrates …
D Ai, Y Wang, X Li, H Pan - Biomolecules, 2020 - mdpi.com
… matrix of the geneco-expression, adjacency function, and the … and more biologically significant co-expression modules [40]. A … or disease can be extracted from these co-expression …
J Xiao, R Wang, X Cai, Z Ye - Frontiers in Genetics, 2021 - frontiersin.org
… , the effectiveness of prediction might reflect the … geneco-expression network analysis (WGCNA) in conjunction with differentially expressed gene (DEG) analysis to select the key genes …
X Yu, S Cao, Y Zhou, Z Yu, Y Xu - Scientific reports, 2020 - nature.com
… cancer-stage prediction. Our own analyses have discovered that co-expression patterns are … published studies that predict cancer stages using co-expression patterns of cancer tissues. …
… complexity of predicting expression levels of 15 … co-expression. Transcripts were assigned to clusters only based on the development data in order to preserve independence of the test …
L Shang, JA Smith, X Zhou - PLoS genetics, 2020 - journals.plos.org
… geneco-expression sub-networks have been shown to contain valuable information for predictinggene-… Here, we aim to leverage tissue-specific geneco-expression networks to infer …